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Zhu L, Tao Y, Guo Y, Zhang X, Wang T, Zhou B, Li G, Zhang L. The relationship between habit and identity in health behaviors: A systematic review and three-level meta-analysis. Appl Psychol Health Well Being 2025; 17:e70017. [PMID: 40105110 DOI: 10.1111/aphw.70017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Accepted: 03/06/2025] [Indexed: 03/20/2025]
Abstract
Habit and identity are two key determinants of health behavior maintenance. However, the relationship between habit and identity remains inconsistently interpreted, with empirical findings showing varying correlations. This meta-analytic review aimed to synthesize the effect sizes of the relationship between habit and identity in health behaviors and to further explore the moderators that influence this relationship. A search of eight databases (PubMed, Web of Science, Scopus, MEDLINE, CINAHL, PsycArticles, PsycINFO, and SPORTDiscus) was conducted up to October 9, 2024. Nineteen articles related to physical activity, healthy eating, and drinking were identified based on eligibility criteria, including 32 effect sizes and a total of 13,340 participants. The results indicated a significant positive correlation between habit and identity with a large effect size (r = 0.55, 95% CI [0.49, 0.74]). A multiple moderator analysis revealed that effect sizes were larger when identity was measured using explicit tests. The moderating effects of different types of health behaviors and geographic location were not sufficiently supported. Limited predictive studies imply that the relationship between habit and identity might not be unidirectional. Finally, this review calls for the integration of knowledge of habit and identity to facilitate the practice of health behavior change.
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Affiliation(s)
- Lianghao Zhu
- Key Laboratory of Psychological and Physiological Regulation in Competitive Sports, Tianjin University of Sport, Tianjin, China
| | - Yingying Tao
- Key Laboratory of Psychological and Physiological Regulation in Competitive Sports, Tianjin University of Sport, Tianjin, China
| | - Yi Guo
- Key Laboratory of Psychological and Physiological Regulation in Competitive Sports, Tianjin University of Sport, Tianjin, China
| | - Xuran Zhang
- Key Laboratory of Psychological and Physiological Regulation in Competitive Sports, Tianjin University of Sport, Tianjin, China
| | - Ting Wang
- Key Laboratory of Psychological and Physiological Regulation in Competitive Sports, Tianjin University of Sport, Tianjin, China
| | - Bojun Zhou
- Department of Exercise Physiology, Beijing Sport University, Beijing, China
| | - Geng Li
- School of Psychology, Research Center for Exercise and Brain Science, Shanghai University of Sport, Shanghai, China
| | - Liancheng Zhang
- Key Laboratory of Psychological and Physiological Regulation in Competitive Sports, Tianjin University of Sport, Tianjin, China
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Pandey S, Olsen A, Perez-Cueto FJA, Thomsen M. Nudging Toward Sustainable Food Consumption at University Canteens: A Systematic Review and Meta-Analysis. JOURNAL OF NUTRITION EDUCATION AND BEHAVIOR 2023; 55:894-904. [PMID: 37930295 DOI: 10.1016/j.jneb.2023.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 09/24/2023] [Accepted: 09/26/2023] [Indexed: 11/07/2023]
Abstract
INTRODUCTION This systematic literature review and meta-analysis investigated the effectiveness of the nudging approach toward sustainable food consumption in the university canteen context. METHODS The systematic literature search was carried out in 5 databases, Web of Science, PubMed, Scopus, ProQuest, and the Royal Library, identifying 14 eligible studies and selecting 9 articles containing adequate information for meta-analysis. The nudging strategies were classified using the typology of interventions in the proximal physical microenvironments framework that resulted in 5 different intervention types: availability, position, size, presentation, and information that belonged to either intervention class-altering properties or placement. RESULTS The study identified presentation, availability, and information as the most promising nudge intervention for achieving sustainable food consumption at the university canteen or similar settings. Nudging by altering the properties had a small effect size (d = 0.16), and nudging by altering placement showed a medium effect size (d = 0.21). DISCUSSION Nudging interventions implemented after understanding consumers' current behavior showed positive effectiveness toward sustainable food consumption rather than implementing random nudges. CONCLUSIONS AND IMPLICATIONS It is important that future studies aim to achieve sustainable food consumption by understanding canteen user food preferences and food choice motives before designing a nudging strategy.
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Affiliation(s)
- Sujita Pandey
- Department of Food Science, University of Copenhagen, Frederiksberg, Denmark
| | - Annemarie Olsen
- Department of Food Science, University of Copenhagen, Frederiksberg, Denmark
| | | | - Marianne Thomsen
- Department of Food Science, University of Copenhagen, Frederiksberg, Denmark.
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Moraes CHDC, Alvarenga MDS, Silva WRD, Cyrillo DC. [Psychosocial Influence Scale of Fruit and Vegetable Consumption among Adolescents: Adaptation and Factorial Validity]. CIENCIA & SAUDE COLETIVA 2023; 28:1199-1218. [PMID: 37042900 DOI: 10.1590/1413-81232023284.12702022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 10/06/2022] [Indexed: 04/13/2023] Open
Abstract
Instruments to evaluate psychosocial determinants of fruit and vegetable (F&V) consumption among adolescents are scarce, and there appears to be only one instrument - unnamed and unvalidated - that investigates determinants derived from theories of social psychology targeting the frequency of F&V consumption among adolescents. The scope of this paper was to present the process of cultural adaptation and factor validation of this instrument al-lowing its use in studies with Brazilian adolescents. The cross-cultural adaptation process was accomplished and the final version - named Psychosocial Influence Scale for Fruit and Vegetable Consumption among Adolescents (PSI-FAVES) - was tested with 429 students (58% female) using McDonald's omega (ω) reliability and Confirmatory Factor Analysis (CFA) as analytical methods. The final version required refinement and the instrument showed adequate overall reliability (ω=0.86) and good fit of the data to the previously elaborated model (CFI=0.955; TLI=0.951 and RMSEA (90%CI) =0.043 (0.038-0.049)), being the first systematically validated instrument to investigate psychosocial determinants of F&V consumption among adolescents.
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Affiliation(s)
- César Henrique de Carvalho Moraes
- Programa de Pós-Graduação em Nutrição em Saúde Pública, Faculdade de Saúde Pública, Universidade de São Paulo (USP). Av. Dr. Arnaldo 715, Cerqueira César. 01246-904 São Paulo SP Brasil.
- Departamento de Economia, Faculdade de Economia, Administração e Contabilidade, USP. São Paulo SP Brasil
| | - Marle Dos Santos Alvarenga
- Programa de Pós-Graduação em Nutrição em Saúde Pública, Faculdade de Saúde Pública, Universidade de São Paulo (USP). Av. Dr. Arnaldo 715, Cerqueira César. 01246-904 São Paulo SP Brasil.
| | - Wanderson Roberto da Silva
- Programa de Pós-Graduação em Nutrição e Longevidade, Universidade Federal de Alfenas. Alfenas MG Brasil
- Programa de Pós-Graduação em Alimentos, Nutrição e Engenharia de Alimentos, Universidade Estadual Paulista. São Paulo SP Brasil
| | - Denise Cavallini Cyrillo
- Departamento de Economia, Faculdade de Economia, Administração e Contabilidade, USP. São Paulo SP Brasil
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Moraes CHDC, Alvarenga MDS, Moraes JMM, Cyrillo DC. Exploring Psychosocial Determinants of Eating Behavior: Fruit and Vegetable Intake Among Brazilian Adolescents. Front Nutr 2021; 8:796894. [PMID: 34977132 PMCID: PMC8716615 DOI: 10.3389/fnut.2021.796894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 11/17/2021] [Indexed: 11/13/2022] Open
Abstract
In most Western countries, children and adolescents do not eat the recommended amount of fruits and vegetables (FVs). Theoretical frameworks on social psychology of eating, such as the Reason Action Approach, Social Cognitive Theory, and Theory of Normal Conduct have been applied to understand how psychosocial variables can explain FV intake. However, considering those predictors is still rare on the understanding of FV intake among adolescents (particularly in Brazil) despite its importance within eating behavior. Therefore, this study explored important psychosocial determinants of weekly frequency of FV intake among Brazilian adolescents in a model testing socioeconomic status (SES) and body mass index (BMI). A cross-sectional design was performed with 429 students (58% female), mean age 14.45 (SD 1.86). Key variables of theoretical framework on social psychology of food were investigated by structural equation modeling. The model included self-efficacy, attitudes, and social norms (with its subcomponents descriptive and injunctive) as psychosocial predictors of weekly frequency of FV intake along with SES and BMI. An instrument developed for Brazilian Portuguese was used to collect psychosocial variables as well as to verify FV reported intake. The total model explained 45.5% of weekly frequency of FV intake, and self-efficacy was the only significant psychosocial determinant (λ = 0.51, p = 0.001). SES also showed an important effect on the model (λ = 0.21, p = 0.001), while for BMI no significance was observed. In conclusion, the model was adequate to understand psychosocial determinants of weekly frequency of FV intake for Brazilian adolescents, with self-efficacy and SES as the major determinants of this eating behavior.
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Affiliation(s)
- César Henrique de Carvalho Moraes
- Graduate Program in Nutrition in Public Health, School of Public Health, University of São Paulo, São Paulo, Brazil
- Department of Economics, School of Economics, Business and Accounting, University of São Paulo, São Paulo, Brazil
| | - Marle dos Santos Alvarenga
- Graduate Program in Nutrition in Public Health, School of Public Health, University of São Paulo, São Paulo, Brazil
| | - Jéssica Maria Muniz Moraes
- Graduate Program in Nutrition in Public Health, School of Public Health, University of São Paulo, São Paulo, Brazil
| | - Denise Cavallini Cyrillo
- Department of Economics, School of Economics, Business and Accounting, University of São Paulo, São Paulo, Brazil
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Zhu H, Ren Z, Hua H, Zhao K, Ding L, Zhu S, Yang N, Liang H, Xu Q. Development and Validation of a Questionnaire to Assess the Determinants of Dietary Adherence Among Patients After Bariatric Surgery. Patient Prefer Adherence 2021; 15:2865-2875. [PMID: 35002224 PMCID: PMC8722285 DOI: 10.2147/ppa.s344662] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 12/10/2021] [Indexed: 12/12/2022] Open
Abstract
PURPOSE This study was aimed to develop a questionnaire to assess the determinants of dietary adherence among patients after bariatric surgery based on the attitude-social influence-efficacy (ASE) model and to evaluate its psychometric properties. PATIENTS AND METHODS According to semi-structured interview, Delphi expert consultation and pilot study, the initial questionnaire was formed and applied to investigate 319 patients after bariatric surgery in a tertiary hospital in Jiangsu Province, China. The reliability and validity of the scale were tested. RESULTS The 28-item of the attitude-social influence-efficacy questionnaire after bariatric surgery (ASEQBS) was formed. The results of exploratory factor analysis showed that four factors, including intention, attitude, social influence, and self-efficacy, could be extracted, and the cumulative variance contribution rate reached 59.98%. Confirmatory factor analysis showed the model fit well. The content validity index of each item was 0.800-1.000, and the content validity index of the ASEQBS was 0.857. The total Cronbach's α of the ASEQBS was 0.920, the split-half reliability was 0.774, and the retest reliability was 0.922. CONCLUSION The results suggest that ASEQBS is a valid and reliable measure of determinants of dietary adherence. It may be useful to evaluate the influence factors of dietary adherence and helpful to evaluate the efficacy of tailored dietary intervention programs.
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Affiliation(s)
- Hanfei Zhu
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, People’s Republic of China
| | - Ziqi Ren
- School of Nursing, Fudan University, Shanghai, People’s Republic of China
| | - Hongxia Hua
- Department of Bariatric and Metabolic Surgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, People’s Republic of China
| | - Kang Zhao
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, People’s Republic of China
| | - Lingyu Ding
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, People’s Republic of China
| | - Shuqin Zhu
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, People’s Republic of China
| | - Ningli Yang
- Department of Bariatric and Metabolic Surgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, People’s Republic of China
| | - Hui Liang
- Department of Bariatric and Metabolic Surgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, People’s Republic of China
| | - Qin Xu
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, People’s Republic of China
- Correspondence: Qin Xu School of Nursing, Nanjing Medical University, 818 Tianyuan East Road, Jiangning District, Nanjing, Jiangsu, 210029, People’s Republic of ChinaTel +86-25-86869553; +86-13601587208Fax +86-25-86869555 Email
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